Student academic performance prediction model using decision tree and fuzzy genetic algorithm

H Hamsa, S Indiradevi, JJ Kizhakkethottam - Procedia Technology, 2016 - Elsevier
The research on the educational field that involves Data Mining techniques is rapidly
increasing. Applying Data Mining techniques in an educational background are known as …

[PDF][PDF] Students' performance prediction based on their academic record

F Berhanu, A Abera - International Journal of Computer …, 2015 - researchgate.net
Because of rapid increasing of data in educational environment, educational data mining
emerged to develop methods for exploring the unique types of data that come from …

[PDF][PDF] The prediction of students' academic performance using classification data mining techniques

F Ahmad, NH Ismail, AA Aziz - Applied mathematical sciences, 2015 - m-hikari.com
Data Mining provides powerful techniques for various fields including education. The
research in the educational field is rapidly increasing due to the massive amount of students' …

[PDF][PDF] Student's performance analysis using decision tree algorithms

AS Olaniyi, SY Kayode, HM Abiola… - Annals. Computer …, 2017 - anale-informatica.tibiscus.ro
Educational Data Mining (EDM) is concerns with developing and modeling methods that
discover knowledge from data originating from educational environments. This paper …

[PDF][PDF] Efficiency of decision trees in predicting student's academic performance

SA Kumar - 2011 - Citeseer
Educational data mining is used to study the data available in the educational field and bring
out the hidden knowledge from it. Classification methods like decision trees, rule mining …

First semester computer science students' academic performances analysis by using data mining classification algorithms

AA Azwa, A Fadhilah - 2014 - eprints.unisza.edu.my
The research on educational field that involves Data Mining techniques is rapidly increasing.
Applying Data Mining techniques in an educational environment are known as Educational …

[PDF][PDF] Using decision tree algorithm to predict student performance

M Apolinar-Gotardo - … of science and …, 2019 - sciresol.s3.us-east-2.amazonaws …
Objective: Everyone has the right to education. For Higher Educational Institutions, students
serve as its best asset. The prediction of students' success in their academic performance is …

[PDF][PDF] Student performance prediction system using data mining approach

KP Chaudhari, RA Sharma, SS Jha… - Int J Adv Res Comput …, 2017 - academia.edu
The success of an academic institution can be measured in terms of quality of education
provides to its students. In the education system, highest level of quality is achieved by …

[引用][C] Students performance prediction using decision tree

AB Raut, MAA Nichat - International Journal of Computational Intelligence …, 2017

[引用][C] Predicting the Performance of Students in Higher Education Using Data Mining Classification Algorithms-A Case Study

J Ruby, K David - IJRASET International Journal for Research in Applied …, 2014